Dataset statistics
| Number of variables | 28 |
|---|---|
| Number of observations | 12680520 |
| Missing cells | 3875130 |
| Missing cells (%) | 1.1% |
| Duplicate rows | 911694 |
| Duplicate rows (%) | 7.2% |
| Total size in memory | 3.9 GiB |
| Average record size in memory | 328.0 B |
Variable types
| Numeric | 5 |
|---|---|
| Text | 2 |
| Categorical | 21 |
| Dataset has 911694 (7.2%) duplicate rows | Duplicates |
RefYear is highly overall correlated with BRI_i and 1 other fields | High correlation |
v is highly overall correlated with gdp_i | High correlation |
gdp_i is highly overall correlated with v | High correlation |
BRI_i is highly overall correlated with RefYear | High correlation |
BRI_j is highly overall correlated with RefYear | High correlation |
rta is highly overall correlated with fta and 2 other fields | High correlation |
cu is highly overall correlated with cuandeia | High correlation |
fta is highly overall correlated with rta and 1 other fields | High correlation |
eia is highly overall correlated with rta and 2 other fields | High correlation |
ps is highly overall correlated with rta | High correlation |
cuandeia is highly overall correlated with cu and 1 other fields | High correlation |
ftaandeia is highly overall correlated with fta and 1 other fields | High correlation |
comlang_off is highly overall correlated with comlang_ethno | High correlation |
comlang_ethno is highly overall correlated with comlang_off | High correlation |
BRICS_i is highly imbalanced (79.8%) | Imbalance |
BRICS_j is highly imbalanced (80.9%) | Imbalance |
BRI_OECD is highly imbalanced (99.9%) | Imbalance |
cu is highly imbalanced (68.8%) | Imbalance |
eia is highly imbalanced (63.4%) | Imbalance |
ps is highly imbalanced (61.8%) | Imbalance |
cuandeia is highly imbalanced (80.8%) | Imbalance |
ftaandeia is highly imbalanced (75.4%) | Imbalance |
contig is highly imbalanced (83.3%) | Imbalance |
colony is highly imbalanced (84.9%) | Imbalance |
comcol is highly imbalanced (57.6%) | Imbalance |
dist has 366468 (2.9%) missing values | Missing |
gdp_i has 649658 (5.1%) missing values | Missing |
gdp_j has 726811 (5.7%) missing values | Missing |
contig has 374472 (3.0%) missing values | Missing |
comlang_off has 374472 (3.0%) missing values | Missing |
comlang_ethno has 374472 (3.0%) missing values | Missing |
colony has 374472 (3.0%) missing values | Missing |
comcol has 374472 (3.0%) missing values | Missing |
v is highly skewed (γ1 = 79.0068557) | Skewed |
Reproduction
| Analysis started | 2023-06-13 18:54:55.075141 |
|---|---|
| Analysis finished | 2023-06-13 19:11:53.529020 |
| Duration | 16 minutes and 58.45 seconds |
| Software version | ydata-profiling vv4.2.0 |
| Download configuration | config.json |
RefYear
Real number (ℝ)
| Distinct | 28 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2009.1088 |
| Minimum | 1995 |
|---|---|
| Maximum | 2022 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 96.7 MiB |
Quantile statistics
| Minimum | 1995 |
|---|---|
| 5-th percentile | 1996 |
| Q1 | 2003 |
| median | 2011 |
| Q3 | 2014 |
| 95-th percentile | 2020 |
| Maximum | 2022 |
| Range | 27 |
| Interquartile range (IQR) | 11 |
Descriptive statistics
| Standard deviation | 7.2587738 |
|---|---|
| Coefficient of variation (CV) | 0.0036129321 |
| Kurtosis | -0.94700477 |
| Mean | 2009.1088 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | -0.28946508 |
| Sum | 2.5476545 × 1010 |
| Variance | 52.689796 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=28)
| Value | Count | Frequency (%) |
| 2013 | 1544487 | 12.2% |
| 2014 | 1542834 | 12.2% |
| 2007 | 416099 | 3.3% |
| 2010 | 415668 | 3.3% |
| 2008 | 415441 | 3.3% |
| 2009 | 413973 | 3.3% |
| 2006 | 412027 | 3.2% |
| 2011 | 411256 | 3.2% |
| 2005 | 409870 | 3.2% |
| 2004 | 405026 | 3.2% |
| Other values (18) | 6293839 |
| Value | Count | Frequency (%) |
| 1995 | 322706 | |
| 1996 | 342691 | |
| 1997 | 357139 | |
| 1998 | 361875 | |
| 1999 | 368373 | |
| 2000 | 383942 | |
| 2001 | 389185 | |
| 2002 | 395084 | |
| 2003 | 399749 | |
| 2004 | 405026 |
| Value | Count | Frequency (%) |
| 2022 | 218945 | 1.7% |
| 2021 | 312700 | 2.5% |
| 2020 | 323594 | 2.6% |
| 2019 | 334403 | 2.6% |
| 2018 | 342306 | 2.7% |
| 2017 | 346452 | 2.7% |
| 2016 | 344944 | 2.7% |
| 2015 | 345155 | 2.7% |
| 2014 | 1542834 | |
| 2013 | 1544487 |
j
Text
| Distinct | 227 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 725.6 MiB |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 38041560 |
|---|---|
| Distinct characters | 28 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | ABW |
|---|---|
| 2nd row | ABW |
| 3rd row | ABW |
| 4th row | ABW |
| 5th row | ABW |
| Value | Count | Frequency (%) |
| usa | 137561 | 1.1% |
| fra | 136716 | 1.1% |
| deu | 136300 | 1.1% |
| nld | 132737 | 1.0% |
| gbr | 132551 | 1.0% |
| jpn | 132371 | 1.0% |
| ita | 132262 | 1.0% |
| esp | 130412 | 1.0% |
| che | 127452 | 1.0% |
| can | 126740 | 1.0% |
| Other values (217) | 11355418 |
Most occurring characters
| Value | Count | Frequency (%) |
| R | 3216464 | 8.5% |
| A | 3167643 | 8.3% |
| N | 2886819 | 7.6% |
| S | 2034534 | 5.3% |
| L | 1974161 | 5.2% |
| M | 1956479 | 5.1% |
| G | 1875467 | 4.9% |
| U | 1846559 | 4.9% |
| T | 1840837 | 4.8% |
| E | 1804097 | 4.7% |
| Other values (18) | 15438500 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 38038486 | |
| Decimal Number | 3074 | < 0.1% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| R | 3216464 | 8.5% |
| A | 3167643 | 8.3% |
| N | 2886819 | 7.6% |
| S | 2034534 | 5.3% |
| L | 1974161 | 5.2% |
| M | 1956479 | 5.1% |
| G | 1875467 | 4.9% |
| U | 1846559 | 4.9% |
| T | 1840837 | 4.8% |
| E | 1804097 | 4.7% |
| Other values (16) | 15435426 |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 1537 | |
| 9 | 1537 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 38038486 | |
| Common | 3074 | < 0.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| R | 3216464 | 8.5% |
| A | 3167643 | 8.3% |
| N | 2886819 | 7.6% |
| S | 2034534 | 5.3% |
| L | 1974161 | 5.2% |
| M | 1956479 | 5.1% |
| G | 1875467 | 4.9% |
| U | 1846559 | 4.9% |
| T | 1840837 | 4.8% |
| E | 1804097 | 4.7% |
| Other values (16) | 15435426 |
Common
| Value | Count | Frequency (%) |
| 1 | 1537 | |
| 9 | 1537 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 38041560 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| R | 3216464 | 8.5% |
| A | 3167643 | 8.3% |
| N | 2886819 | 7.6% |
| S | 2034534 | 5.3% |
| L | 1974161 | 5.2% |
| M | 1956479 | 5.1% |
| G | 1875467 | 4.9% |
| U | 1846559 | 4.9% |
| T | 1840837 | 4.8% |
| E | 1804097 | 4.7% |
| Other values (18) | 15438500 |
i
Text
| Distinct | 251 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 725.6 MiB |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 38041560 |
|---|---|
| Distinct characters | 34 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | AIA |
|---|---|
| 2nd row | ALB |
| 3rd row | AND |
| 4th row | ANT |
| 5th row | ANT |
| Value | Count | Frequency (%) |
| usa | 127932 | 1.0% |
| fra | 127323 | 1.0% |
| gbr | 126272 | 1.0% |
| deu | 126096 | 1.0% |
| nld | 124015 | 1.0% |
| jpn | 123471 | 1.0% |
| ita | 123198 | 1.0% |
| esp | 121303 | 1.0% |
| can | 120977 | 1.0% |
| kor | 120552 | 1.0% |
| Other values (241) | 11439381 |
Most occurring characters
| Value | Count | Frequency (%) |
| R | 3178044 | 8.4% |
| A | 3135459 | 8.2% |
| N | 2884309 | 7.6% |
| M | 2030662 | 5.3% |
| S | 2014459 | 5.3% |
| L | 1962871 | 5.2% |
| G | 1926838 | 5.1% |
| T | 1836693 | 4.8% |
| U | 1806459 | 4.7% |
| B | 1775049 | 4.7% |
| Other values (24) | 15490717 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 38033028 | |
| Decimal Number | 6302 | < 0.1% |
| Space Separator | 1345 | < 0.1% |
| Connector Punctuation | 885 | < 0.1% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| R | 3178044 | 8.4% |
| A | 3135459 | 8.2% |
| N | 2884309 | 7.6% |
| M | 2030662 | 5.3% |
| S | 2014459 | 5.3% |
| L | 1962871 | 5.2% |
| G | 1926838 | 5.1% |
| T | 1836693 | 4.8% |
| U | 1806459 | 4.7% |
| B | 1775049 | 4.7% |
| Other values (16) | 15482185 |
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 2486 | |
| 1 | 1940 | |
| 9 | 1731 | |
| 2 | 86 | 1.4% |
| 5 | 35 | 0.6% |
| 7 | 24 | 0.4% |
Space Separator
| Value | Count | Frequency (%) |
| 1345 |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 885 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 38033028 | |
| Common | 8532 | < 0.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| R | 3178044 | 8.4% |
| A | 3135459 | 8.2% |
| N | 2884309 | 7.6% |
| M | 2030662 | 5.3% |
| S | 2014459 | 5.3% |
| L | 1962871 | 5.2% |
| G | 1926838 | 5.1% |
| T | 1836693 | 4.8% |
| U | 1806459 | 4.7% |
| B | 1775049 | 4.7% |
| Other values (16) | 15482185 |
Common
| Value | Count | Frequency (%) |
| 0 | 2486 | |
| 1 | 1940 | |
| 9 | 1731 | |
| 1345 | ||
| _ | 885 | 10.4% |
| 2 | 86 | 1.0% |
| 5 | 35 | 0.4% |
| 7 | 24 | 0.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 38041560 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| R | 3178044 | 8.4% |
| A | 3135459 | 8.2% |
| N | 2884309 | 7.6% |
| M | 2030662 | 5.3% |
| S | 2014459 | 5.3% |
| L | 1962871 | 5.2% |
| G | 1926838 | 5.1% |
| T | 1836693 | 4.8% |
| U | 1806459 | 4.7% |
| B | 1775049 | 4.7% |
| Other values (24) | 15490717 |
v
Real number (ℝ)
HIGH CORRELATION SKEWED
| Distinct | 623050 |
|---|---|
| Distinct (%) | 4.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.9292442 × 108 |
| Minimum | 0.005 |
|---|---|
| Maximum | 3.5936014 × 1012 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 96.7 MiB |
Quantile statistics
| Minimum | 0.005 |
|---|---|
| 5-th percentile | 9516 |
| Q1 | 412040.04 |
| median | 6791335 |
| Q3 | 79972808 |
| 95-th percentile | 1.9672031 × 109 |
| Maximum | 3.5936014 × 1012 |
| Range | 3.5936014 × 1012 |
| Interquartile range (IQR) | 79560768 |
Descriptive statistics
| Standard deviation | 7.040165 × 109 |
|---|---|
| Coefficient of variation (CV) | 10.160076 |
| Kurtosis | 20289.271 |
| Mean | 6.9292442 × 108 |
| Median Absolute Deviation (MAD) | 6773368.2 |
| Skewness | 79.006856 |
| Sum | 8.7866419 × 1015 |
| Variance | 4.9563923 × 1019 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1000 | 4583 | < 0.1% |
| 2000 | 2566 | < 0.1% |
| 3000 | 1968 | < 0.1% |
| 4000 | 1629 | < 0.1% |
| 5000 | 1623 | < 0.1% |
| 6000 | 1196 | < 0.1% |
| 1 | 1142 | < 0.1% |
| 10000 | 1000 | < 0.1% |
| 8000 | 935 | < 0.1% |
| 7000 | 833 | < 0.1% |
| Other values (623040) | 12663045 |
| Value | Count | Frequency (%) |
| 0.005 | 21 | |
| 0.006 | 4 | < 0.1% |
| 0.009 | 15 | |
| 0.012 | 1 | < 0.1% |
| 0.059 | 19 | |
| 0.072 | 20 | |
| 0.1 | 7 | < 0.1% |
| 0.103 | 1 | < 0.1% |
| 0.138 | 1 | < 0.1% |
| 0.14 | 10 |
| Value | Count | Frequency (%) |
| 3.593601436 × 1012 | 1 | |
| 3.362301613 × 1012 | 1 | |
| 2.589098353 × 1012 | 1 | |
| 2.499206994 × 1012 | 1 | |
| 2.48643972 × 1012 | 1 | |
| 2.273468224 × 1012 | 1 | |
| 2.263370504 × 1012 | 1 | |
| 2.097637172 × 1012 | 1 | |
| 2.062089833 × 1012 | 1 | |
| 1.753136708 × 1012 | 1 |
dist
Real number (ℝ)
| Distinct | 19092 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 366468 |
| Missing (%) | 2.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7179.519 |
| Minimum | 10.47888 |
|---|---|
| Maximum | 19951.16 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 96.7 MiB |
Quantile statistics
| Minimum | 10.47888 |
|---|---|
| 5-th percentile | 1051.403 |
| Q1 | 3550.955 |
| median | 6679.382 |
| Q3 | 10039.22 |
| 95-th percentile | 15811.19 |
| Maximum | 19951.16 |
| Range | 19940.681 |
| Interquartile range (IQR) | 6488.265 |
Descriptive statistics
| Standard deviation | 4470.0863 |
|---|---|
| Coefficient of variation (CV) | 0.6226164 |
| Kurtosis | -0.43989836 |
| Mean | 7179.519 |
| Median Absolute Deviation (MAD) | 3245.586 |
| Skewness | 0.53231861 |
| Sum | 8.840897 × 1010 |
| Variance | 19981671 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 12522 | 2646 | < 0.1% |
| 16180.32 | 2586 | < 0.1% |
| 6562.448 | 2580 | < 0.1% |
| 2628.122 | 2566 | < 0.1% |
| 11304.19 | 2189 | < 0.1% |
| 3195.369 | 2082 | < 0.1% |
| 13836.31 | 1926 | < 0.1% |
| 10424.03 | 1704 | < 0.1% |
| 10529 | 1651 | < 0.1% |
| 3503.608 | 1564 | < 0.1% |
| Other values (19082) | 12292558 | |
| (Missing) | 366468 | 2.9% |
| Value | Count | Frequency (%) |
| 10.47888 | 160 | < 0.1% |
| 59.61723 | 1360 | |
| 60.77057 | 1360 | |
| 63.18423 | 752 | |
| 80.98481 | 1360 | |
| 83.94967 | 969 | |
| 85.94135 | 990 | |
| 94.83208 | 1083 | |
| 95.38572 | 1102 | |
| 105.1806 | 1216 |
| Value | Count | Frequency (%) |
| 19951.16 | 838 | |
| 19904.45 | 8 | < 0.1% |
| 19888.66 | 4 | < 0.1% |
| 19846.2 | 2 | < 0.1% |
| 19812.04 | 658 | |
| 19772.34 | 1320 | |
| 19747.4 | 1260 | |
| 19737.02 | 7 | < 0.1% |
| 19719.34 | 24 | < 0.1% |
| 19712.39 | 1 | < 0.1% |
gdp_i
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 5190 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 649658 |
| Missing (%) | 5.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.0740455 × 1011 |
| Minimum | 11025945 |
|---|---|
| Maximum | 2.3315081 × 1013 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 96.7 MiB |
Quantile statistics
| Minimum | 11025945 |
|---|---|
| 5-th percentile | 1.3861886 × 109 |
| Q1 | 1.3495063 × 1010 |
| median | 7.3141 × 1010 |
| Q3 | 3.5612822 × 1011 |
| 95-th percentile | 2.6162 × 1012 |
| Maximum | 2.3315081 × 1013 |
| Range | 2.331507 × 1013 |
| Interquartile range (IQR) | 3.4263316 × 1011 |
Descriptive statistics
| Standard deviation | 1.9418239 × 1012 |
|---|---|
| Coefficient of variation (CV) | 3.1969203 |
| Kurtosis | 53.514669 |
| Mean | 6.0740455 × 1011 |
| Median Absolute Deviation (MAD) | 7.0128978 × 1010 |
| Skewness | 6.7587231 |
| Sum | 7.3076003 × 1018 |
| Variance | 3.7706802 × 1024 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1.90521 × 1011 | 9629 | 0.1% |
| 2.855964489 × 1012 | 7783 | 0.1% |
| 2.84931 × 1012 | 7783 | 0.1% |
| 1.73931 × 1013 | 7748 | 0.1% |
| 1.755068017 × 1013 | 7748 | 0.1% |
| 3.889093051 × 1012 | 7735 | 0.1% |
| 3.87928 × 1012 | 7735 | 0.1% |
| 1.684319099 × 1013 | 7720 | 0.1% |
| 1.66915 × 1013 | 7720 | 0.1% |
| 2.99883 × 1012 | 7711 | 0.1% |
| Other values (5180) | 11951550 | |
| (Missing) | 649658 | 5.1% |
| Value | Count | Frequency (%) |
| 11025945.14 | 107 | < 0.1% |
| 12334846.23 | 119 | < 0.1% |
| 12700905.45 | 126 | < 0.1% |
| 12757632.87 | 125 | < 0.1% |
| 13196544.95 | 171 | |
| 13687141.11 | 167 | |
| 13742057.05 | 183 | |
| 15450994.24 | 249 | |
| 18231078.54 | 231 | |
| 20432742.11 | 344 |
| Value | Count | Frequency (%) |
| 2.331508056 × 1013 | 4068 | |
| 2.138097612 × 1013 | 4069 | |
| 2.106047361 × 1013 | 4053 | |
| 2.053305731 × 1013 | 4077 | |
| 1.947733655 × 1013 | 4077 | |
| 1.869511084 × 1013 | 4078 | |
| 1.820602074 × 1013 | 4077 | |
| 1.773406265 × 1013 | 3596 | |
| 1.755068017 × 1013 | 7748 | |
| 1.73931 × 1013 | 7748 |
gdp_j
Real number (ℝ)
| Distinct | 5466 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 726811 |
| Missing (%) | 5.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.7734848 × 1011 |
| Minimum | 11025945 |
|---|---|
| Maximum | 2.3315081 × 1013 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 96.7 MiB |
Quantile statistics
| Minimum | 11025945 |
|---|---|
| 5-th percentile | 1.2743303 × 109 |
| Q1 | 1.268307 × 1010 |
| median | 6.5292741 × 1010 |
| Q3 | 3.3761968 × 1011 |
| 95-th percentile | 2.47281 × 1012 |
| Maximum | 2.3315081 × 1013 |
| Range | 2.331507 × 1013 |
| Interquartile range (IQR) | 3.2493661 × 1011 |
Descriptive statistics
| Standard deviation | 1.8627736 × 1012 |
|---|---|
| Coefficient of variation (CV) | 3.2264285 |
| Kurtosis | 54.975944 |
| Mean | 5.7734848 × 1011 |
| Median Absolute Deviation (MAD) | 6.2793808 × 1010 |
| Skewness | 6.8341962 |
| Sum | 6.9014557 × 1018 |
| Variance | 3.4699254 × 1024 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1.90521 × 1011 | 9897 | 0.1% |
| 2.84931 × 1012 | 7845 | 0.1% |
| 2.855964489 × 1012 | 7845 | 0.1% |
| 2.811876903 × 1012 | 7825 | 0.1% |
| 2.80851 × 1012 | 7825 | 0.1% |
| 3.06522328 × 1012 | 7779 | 0.1% |
| 2.99883 × 1012 | 7779 | 0.1% |
| 1.66915 × 1013 | 7763 | 0.1% |
| 1.684319099 × 1013 | 7763 | 0.1% |
| 2.786315215 × 1012 | 7758 | 0.1% |
| Other values (5456) | 11873630 | |
| (Missing) | 726811 | 5.7% |
| Value | Count | Frequency (%) |
| 11025945.14 | 151 | < 0.1% |
| 12334846.23 | 211 | |
| 12700905.45 | 224 | |
| 12757632.87 | 229 | |
| 13196544.95 | 214 | |
| 13687141.11 | 177 | |
| 13742057.05 | 190 | |
| 15450994.24 | 272 | |
| 18231078.54 | 249 | |
| 20432742.11 | 380 |
| Value | Count | Frequency (%) |
| 2.331508056 × 1013 | 2728 | < 0.1% |
| 2.138097612 × 1013 | 2963 | < 0.1% |
| 2.106047361 × 1013 | 2868 | < 0.1% |
| 2.053305731 × 1013 | 3097 | |
| 1.947733655 × 1013 | 3158 | |
| 1.869511084 × 1013 | 3137 | |
| 1.820602074 × 1013 | 3182 | |
| 1.773406265 × 1013 | 2647 | < 0.1% |
| 1.755068017 × 1013 | 7739 | |
| 1.73931 × 1013 | 7739 |
BRI_i
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 701.4 MiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 12680520 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 11144641 | |
| 1 | 1535879 | 12.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 11144641 | |
| 1 | 1535879 | 12.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 11144641 | |
| 1 | 1535879 | 12.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 12680520 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 11144641 | |
| 1 | 1535879 | 12.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 12680520 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 11144641 | |
| 1 | 1535879 | 12.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 12680520 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 11144641 | |
| 1 | 1535879 | 12.1% |
BRI_j
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 701.4 MiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 12680520 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 11168030 | |
| 1 | 1512490 | 11.9% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 11168030 | |
| 1 | 1512490 | 11.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 11168030 | |
| 1 | 1512490 | 11.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 12680520 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 11168030 | |
| 1 | 1512490 | 11.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 12680520 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 11168030 | |
| 1 | 1512490 | 11.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 12680520 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 11168030 | |
| 1 | 1512490 | 11.9% |
WTO_i
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 701.4 MiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 12680520 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 9921417 | |
| 0 | 2759103 | 21.8% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 9921417 | |
| 0 | 2759103 | 21.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 9921417 | |
| 0 | 2759103 | 21.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 12680520 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 9921417 | |
| 0 | 2759103 | 21.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 12680520 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 9921417 | |
| 0 | 2759103 | 21.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 12680520 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 9921417 | |
| 0 | 2759103 | 21.8% |
WTO_j
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 701.4 MiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 12680520 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 9759951 | |
| 0 | 2920569 | 23.0% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 9759951 | |
| 0 | 2920569 | 23.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 9759951 | |
| 0 | 2920569 | 23.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 12680520 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 9759951 | |
| 0 | 2920569 | 23.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 12680520 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 9759951 | |
| 0 | 2920569 | 23.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 12680520 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 9759951 | |
| 0 | 2920569 | 23.0% |
OECD_i
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 701.4 MiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 12680520 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 9352858 | |
| 1 | 3327662 | 26.2% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 9352858 | |
| 1 | 3327662 | 26.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 9352858 | |
| 1 | 3327662 | 26.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 12680520 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 9352858 | |
| 1 | 3327662 | 26.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 12680520 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 9352858 | |
| 1 | 3327662 | 26.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 12680520 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 9352858 | |
| 1 | 3327662 | 26.2% |
OECD_j
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 701.4 MiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 12680520 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 9563024 | |
| 1 | 3117496 | 24.6% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 9563024 | |
| 1 | 3117496 | 24.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 9563024 | |
| 1 | 3117496 | 24.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 12680520 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 9563024 | |
| 1 | 3117496 | 24.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 12680520 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 9563024 | |
| 1 | 3117496 | 24.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 12680520 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 9563024 | |
| 1 | 3117496 | 24.6% |
BRICS_i
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 701.4 MiB |
| 0 | |
|---|---|
| 1 | 400600 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 12680520 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 12279920 | |
| 1 | 400600 | 3.2% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 12279920 | |
| 1 | 400600 | 3.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 12279920 | |
| 1 | 400600 | 3.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 12680520 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 12279920 | |
| 1 | 400600 | 3.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 12680520 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 12279920 | |
| 1 | 400600 | 3.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 12680520 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 12279920 | |
| 1 | 400600 | 3.2% |
BRICS_j
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 701.4 MiB |
| 0 | |
|---|---|
| 1 | 372531 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 12680520 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 12307989 | |
| 1 | 372531 | 2.9% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 12307989 | |
| 1 | 372531 | 2.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 12307989 | |
| 1 | 372531 | 2.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 12680520 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 12307989 | |
| 1 | 372531 | 2.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 12680520 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 12307989 | |
| 1 | 372531 | 2.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 12680520 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 12307989 | |
| 1 | 372531 | 2.9% |
BRI_OECD
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 701.4 MiB |
| 0 | |
|---|---|
| 1 | 1240 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 12680520 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 12679280 | |
| 1 | 1240 | < 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 12679280 | |
| 1 | 1240 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 12679280 | |
| 1 | 1240 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 12680520 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 12679280 | |
| 1 | 1240 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 12680520 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 12679280 | |
| 1 | 1240 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 12680520 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 12679280 | |
| 1 | 1240 | < 0.1% |
rta
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 37119 |
| Missing (%) | 0.3% |
| Memory size | 724.9 MiB |
| 0.0 | |
|---|---|
| 1.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 37930203 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 9746052 | |
| 1.0 | 2897349 | 22.8% |
| (Missing) | 37119 | 0.3% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 9746052 | |
| 1.0 | 2897349 | 22.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 22389453 | |
| . | 12643401 | |
| 1 | 2897349 | 7.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 25286802 | |
| Other Punctuation | 12643401 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 22389453 | |
| 1 | 2897349 | 11.5% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 12643401 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 37930203 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 22389453 | |
| . | 12643401 | |
| 1 | 2897349 | 7.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 37930203 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 22389453 | |
| . | 12643401 | |
| 1 | 2897349 | 7.6% |
cu
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 37119 |
| Missing (%) | 0.3% |
| Memory size | 724.9 MiB |
| 0.0 | |
|---|---|
| 1.0 | 708716 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 37930203 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 11934685 | |
| 1.0 | 708716 | 5.6% |
| (Missing) | 37119 | 0.3% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 11934685 | |
| 1.0 | 708716 | 5.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 24578086 | |
| . | 12643401 | |
| 1 | 708716 | 1.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 25286802 | |
| Other Punctuation | 12643401 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 24578086 | |
| 1 | 708716 | 2.8% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 12643401 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 37930203 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 24578086 | |
| . | 12643401 | |
| 1 | 708716 | 1.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 37930203 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 24578086 | |
| . | 12643401 | |
| 1 | 708716 | 1.9% |
fta
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 37119 |
| Missing (%) | 0.3% |
| Memory size | 724.9 MiB |
| 0.0 | |
|---|---|
| 1.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 37930203 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 11222258 | |
| 1.0 | 1421143 | 11.2% |
| (Missing) | 37119 | 0.3% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 11222258 | |
| 1.0 | 1421143 | 11.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 23865659 | |
| . | 12643401 | |
| 1 | 1421143 | 3.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 25286802 | |
| Other Punctuation | 12643401 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 23865659 | |
| 1 | 1421143 | 5.6% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 12643401 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 37930203 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 23865659 | |
| . | 12643401 | |
| 1 | 1421143 | 3.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 37930203 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 23865659 | |
| . | 12643401 | |
| 1 | 1421143 | 3.7% |
eia
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 37119 |
| Missing (%) | 0.3% |
| Memory size | 724.9 MiB |
| 0.0 | |
|---|---|
| 1.0 | 884338 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 37930203 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 11759063 | |
| 1.0 | 884338 | 7.0% |
| (Missing) | 37119 | 0.3% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 11759063 | |
| 1.0 | 884338 | 7.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 24402464 | |
| . | 12643401 | |
| 1 | 884338 | 2.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 25286802 | |
| Other Punctuation | 12643401 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 24402464 | |
| 1 | 884338 | 3.5% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 12643401 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 37930203 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 24402464 | |
| . | 12643401 | |
| 1 | 884338 | 2.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 37930203 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 24402464 | |
| . | 12643401 | |
| 1 | 884338 | 2.3% |
ps
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 37119 |
| Missing (%) | 0.3% |
| Memory size | 724.9 MiB |
| 0.0 | |
|---|---|
| 1.0 | 941125 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 37930203 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 11702276 | |
| 1.0 | 941125 | 7.4% |
| (Missing) | 37119 | 0.3% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 11702276 | |
| 1.0 | 941125 | 7.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 24345677 | |
| . | 12643401 | |
| 1 | 941125 | 2.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 25286802 | |
| Other Punctuation | 12643401 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 24345677 | |
| 1 | 941125 | 3.7% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 12643401 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 37930203 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 24345677 | |
| . | 12643401 | |
| 1 | 941125 | 2.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 37930203 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 24345677 | |
| . | 12643401 | |
| 1 | 941125 | 2.5% |
cuandeia
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 37119 |
| Missing (%) | 0.3% |
| Memory size | 724.9 MiB |
| 0.0 | |
|---|---|
| 1.0 | 372432 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 37930203 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 12270969 | |
| 1.0 | 372432 | 2.9% |
| (Missing) | 37119 | 0.3% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 12270969 | |
| 1.0 | 372432 | 2.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 24914370 | |
| . | 12643401 | |
| 1 | 372432 | 1.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 25286802 | |
| Other Punctuation | 12643401 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 24914370 | |
| 1 | 372432 | 1.5% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 12643401 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 37930203 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 24914370 | |
| . | 12643401 | |
| 1 | 372432 | 1.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 37930203 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 24914370 | |
| . | 12643401 | |
| 1 | 372432 | 1.0% |
ftaandeia
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 37119 |
| Missing (%) | 0.3% |
| Memory size | 724.9 MiB |
| 0.0 | |
|---|---|
| 1.0 | 516518 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 37930203 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 12126883 | |
| 1.0 | 516518 | 4.1% |
| (Missing) | 37119 | 0.3% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 12126883 | |
| 1.0 | 516518 | 4.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 24770284 | |
| . | 12643401 | |
| 1 | 516518 | 1.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 25286802 | |
| Other Punctuation | 12643401 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 24770284 | |
| 1 | 516518 | 2.0% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 12643401 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 37930203 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 24770284 | |
| . | 12643401 | |
| 1 | 516518 | 1.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 37930203 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 24770284 | |
| . | 12643401 | |
| 1 | 516518 | 1.4% |
contig
Categorical
IMBALANCE MISSING
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 374472 |
| Missing (%) | 3.0% |
| Memory size | 718.4 MiB |
| 0.0 | |
|---|---|
| 1.0 | 304832 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 36918144 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 12001216 | |
| 1.0 | 304832 | 2.4% |
| (Missing) | 374472 | 3.0% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 12001216 | |
| 1.0 | 304832 | 2.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 24307264 | |
| . | 12306048 | |
| 1 | 304832 | 0.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 24612096 | |
| Other Punctuation | 12306048 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 24307264 | |
| 1 | 304832 | 1.2% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 12306048 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 36918144 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 24307264 | |
| . | 12306048 | |
| 1 | 304832 | 0.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 36918144 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 24307264 | |
| . | 12306048 | |
| 1 | 304832 | 0.8% |
comlang_off
Categorical
HIGH CORRELATION MISSING
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 374472 |
| Missing (%) | 3.0% |
| Memory size | 718.4 MiB |
| 0.0 | |
|---|---|
| 1.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 36918144 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 10366406 | |
| 1.0 | 1939642 | 15.3% |
| (Missing) | 374472 | 3.0% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 10366406 | |
| 1.0 | 1939642 | 15.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 22672454 | |
| . | 12306048 | |
| 1 | 1939642 | 5.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 24612096 | |
| Other Punctuation | 12306048 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 22672454 | |
| 1 | 1939642 | 7.9% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 12306048 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 36918144 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 22672454 | |
| . | 12306048 | |
| 1 | 1939642 | 5.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 36918144 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 22672454 | |
| . | 12306048 | |
| 1 | 1939642 | 5.3% |
comlang_ethno
Categorical
HIGH CORRELATION MISSING
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 374472 |
| Missing (%) | 3.0% |
| Memory size | 718.4 MiB |
| 0.0 | |
|---|---|
| 1.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 36918144 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 10294620 | |
| 1.0 | 2011428 | 15.9% |
| (Missing) | 374472 | 3.0% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 10294620 | |
| 1.0 | 2011428 | 16.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 22600668 | |
| . | 12306048 | |
| 1 | 2011428 | 5.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 24612096 | |
| Other Punctuation | 12306048 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 22600668 | |
| 1 | 2011428 | 8.2% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 12306048 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 36918144 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 22600668 | |
| . | 12306048 | |
| 1 | 2011428 | 5.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 36918144 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 22600668 | |
| . | 12306048 | |
| 1 | 2011428 | 5.4% |
colony
Categorical
IMBALANCE MISSING
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 374472 |
| Missing (%) | 3.0% |
| Memory size | 718.4 MiB |
| 0.0 | |
|---|---|
| 1.0 | 268169 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 36918144 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 12037879 | |
| 1.0 | 268169 | 2.1% |
| (Missing) | 374472 | 3.0% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 12037879 | |
| 1.0 | 268169 | 2.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 24343927 | |
| . | 12306048 | |
| 1 | 268169 | 0.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 24612096 | |
| Other Punctuation | 12306048 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 24343927 | |
| 1 | 268169 | 1.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 12306048 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 36918144 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 24343927 | |
| . | 12306048 | |
| 1 | 268169 | 0.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 36918144 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 24343927 | |
| . | 12306048 | |
| 1 | 268169 | 0.7% |
comcol
Categorical
IMBALANCE MISSING
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 374472 |
| Missing (%) | 3.0% |
| Memory size | 718.4 MiB |
| 0.0 | |
|---|---|
| 1.0 | 1061815 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 36918144 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 11244233 | |
| 1.0 | 1061815 | 8.4% |
| (Missing) | 374472 | 3.0% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 11244233 | |
| 1.0 | 1061815 | 8.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 23550281 | |
| . | 12306048 | |
| 1 | 1061815 | 2.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 24612096 | |
| Other Punctuation | 12306048 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 23550281 | |
| 1 | 1061815 | 4.3% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 12306048 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 36918144 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 23550281 | |
| . | 12306048 | |
| 1 | 1061815 | 2.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 36918144 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 23550281 | |
| . | 12306048 | |
| 1 | 1061815 | 2.9% |
| RefYear | v | dist | gdp_i | gdp_j | BRI_i | BRI_j | WTO_i | WTO_j | OECD_i | OECD_j | BRICS_i | BRICS_j | BRI_OECD | rta | cu | fta | eia | ps | cuandeia | ftaandeia | contig | comlang_off | comlang_ethno | colony | comcol | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| RefYear | 1.000 | 0.116 | 0.002 | 0.209 | 0.166 | 0.626 | 0.629 | 0.128 | 0.090 | 0.087 | 0.025 | 0.157 | 0.150 | 0.013 | 0.014 | 0.008 | 0.012 | 0.017 | 0.010 | 0.011 | 0.014 | 0.006 | 0.013 | 0.011 | 0.007 | 0.012 |
| v | 0.116 | 1.000 | -0.169 | 0.528 | 0.312 | 0.011 | 0.002 | 0.003 | 0.003 | 0.001 | 0.004 | 0.028 | 0.000 | 0.000 | 0.001 | 0.001 | 0.001 | 0.002 | 0.002 | 0.001 | 0.004 | 0.006 | 0.001 | 0.000 | 0.001 | 0.002 |
| dist | 0.002 | -0.169 | 1.000 | 0.102 | 0.094 | 0.039 | 0.038 | 0.104 | 0.103 | 0.064 | 0.065 | 0.070 | 0.068 | 0.015 | 0.401 | 0.451 | 0.271 | 0.325 | 0.124 | 0.341 | 0.153 | 0.340 | 0.152 | 0.136 | 0.045 | 0.162 |
| gdp_i | 0.209 | 0.528 | 0.102 | 1.000 | -0.218 | 0.139 | 0.066 | 0.120 | 0.052 | 0.283 | 0.053 | 0.286 | 0.013 | 0.036 | 0.072 | 0.044 | 0.047 | 0.050 | 0.050 | 0.052 | 0.023 | 0.020 | 0.056 | 0.076 | 0.153 | 0.070 |
| gdp_j | 0.166 | 0.312 | 0.094 | -0.218 | 1.000 | 0.060 | 0.139 | 0.049 | 0.119 | 0.053 | 0.281 | 0.013 | 0.295 | 0.036 | 0.070 | 0.045 | 0.044 | 0.053 | 0.049 | 0.055 | 0.024 | 0.019 | 0.053 | 0.073 | 0.143 | 0.069 |
| BRI_i | 0.626 | 0.011 | 0.039 | 0.139 | 0.060 | 1.000 | 0.424 | 0.023 | 0.033 | 0.035 | 0.011 | 0.118 | 0.046 | 0.027 | 0.006 | 0.004 | 0.005 | 0.010 | 0.004 | 0.010 | 0.006 | 0.018 | 0.047 | 0.046 | 0.017 | 0.001 |
| BRI_j | 0.629 | 0.002 | 0.038 | 0.066 | 0.139 | 0.424 | 1.000 | 0.067 | 0.020 | 0.053 | 0.068 | 0.063 | 0.105 | 0.027 | 0.008 | 0.004 | 0.010 | 0.010 | 0.008 | 0.009 | 0.007 | 0.017 | 0.040 | 0.043 | 0.012 | 0.000 |
| WTO_i | 0.128 | 0.003 | 0.104 | 0.120 | 0.049 | 0.023 | 0.067 | 1.000 | 0.042 | 0.227 | 0.088 | 0.085 | 0.009 | 0.005 | 0.030 | 0.031 | 0.015 | 0.086 | 0.034 | 0.054 | 0.065 | 0.019 | 0.014 | 0.027 | 0.004 | 0.009 |
| WTO_j | 0.090 | 0.003 | 0.103 | 0.052 | 0.119 | 0.033 | 0.020 | 0.042 | 1.000 | 0.092 | 0.229 | 0.012 | 0.084 | 0.005 | 0.027 | 0.035 | 0.022 | 0.092 | 0.034 | 0.058 | 0.070 | 0.016 | 0.010 | 0.022 | 0.008 | 0.010 |
| OECD_i | 0.087 | 0.001 | 0.064 | 0.283 | 0.053 | 0.035 | 0.053 | 0.227 | 0.092 | 1.000 | 0.117 | 0.050 | 0.028 | 0.006 | 0.057 | 0.060 | 0.117 | 0.173 | 0.123 | 0.125 | 0.122 | 0.025 | 0.096 | 0.103 | 0.080 | 0.173 |
| OECD_j | 0.025 | 0.004 | 0.065 | 0.053 | 0.281 | 0.011 | 0.068 | 0.088 | 0.229 | 0.117 | 1.000 | 0.028 | 0.040 | 0.006 | 0.062 | 0.069 | 0.114 | 0.183 | 0.119 | 0.135 | 0.127 | 0.020 | 0.093 | 0.098 | 0.075 | 0.165 |
| BRICS_i | 0.157 | 0.028 | 0.070 | 0.286 | 0.013 | 0.118 | 0.063 | 0.085 | 0.012 | 0.050 | 0.028 | 1.000 | 0.001 | 0.055 | 0.017 | 0.039 | 0.026 | 0.026 | 0.038 | 0.030 | 0.012 | 0.028 | 0.008 | 0.008 | 0.002 | 0.023 |
| BRICS_j | 0.150 | 0.000 | 0.068 | 0.013 | 0.295 | 0.046 | 0.105 | 0.009 | 0.084 | 0.028 | 0.040 | 0.001 | 1.000 | 0.057 | 0.016 | 0.037 | 0.022 | 0.024 | 0.035 | 0.029 | 0.010 | 0.028 | 0.011 | 0.011 | 0.000 | 0.022 |
| BRI_OECD | 0.013 | 0.000 | 0.015 | 0.036 | 0.036 | 0.027 | 0.027 | 0.005 | 0.005 | 0.006 | 0.006 | 0.055 | 0.057 | 1.000 | 0.005 | 0.002 | 0.004 | 0.003 | 0.003 | 0.002 | 0.002 | 0.031 | 0.004 | 0.004 | 0.001 | 0.003 |
| rta | 0.014 | 0.001 | 0.401 | 0.072 | 0.070 | 0.006 | 0.008 | 0.030 | 0.027 | 0.057 | 0.062 | 0.017 | 0.016 | 0.005 | 1.000 | 0.447 | 0.653 | 0.503 | 0.520 | 0.320 | 0.379 | 0.196 | 0.108 | 0.110 | 0.032 | 0.090 |
| cu | 0.008 | 0.001 | 0.451 | 0.044 | 0.045 | 0.004 | 0.004 | 0.031 | 0.035 | 0.060 | 0.069 | 0.039 | 0.037 | 0.002 | 0.447 | 1.000 | 0.029 | 0.435 | 0.020 | 0.715 | 0.020 | 0.227 | 0.122 | 0.112 | 0.012 | 0.141 |
| fta | 0.012 | 0.001 | 0.271 | 0.047 | 0.044 | 0.005 | 0.010 | 0.015 | 0.022 | 0.117 | 0.114 | 0.026 | 0.022 | 0.004 | 0.653 | 0.029 | 1.000 | 0.410 | 0.009 | 0.036 | 0.580 | 0.106 | 0.046 | 0.057 | 0.067 | 0.002 |
| eia | 0.017 | 0.002 | 0.325 | 0.050 | 0.053 | 0.010 | 0.010 | 0.086 | 0.092 | 0.173 | 0.183 | 0.026 | 0.024 | 0.003 | 0.503 | 0.435 | 0.410 | 1.000 | 0.040 | 0.635 | 0.753 | 0.084 | 0.003 | 0.008 | 0.009 | 0.004 |
| ps | 0.010 | 0.002 | 0.124 | 0.050 | 0.049 | 0.004 | 0.008 | 0.034 | 0.034 | 0.123 | 0.119 | 0.038 | 0.035 | 0.003 | 0.520 | 0.020 | 0.009 | 0.040 | 1.000 | 0.039 | 0.027 | 0.089 | 0.059 | 0.062 | 0.028 | 0.057 |
| cuandeia | 0.011 | 0.001 | 0.341 | 0.052 | 0.055 | 0.010 | 0.009 | 0.054 | 0.058 | 0.125 | 0.135 | 0.030 | 0.029 | 0.002 | 0.320 | 0.715 | 0.036 | 0.635 | 0.039 | 1.000 | 0.006 | 0.095 | 0.027 | 0.025 | 0.004 | 0.051 |
| ftaandeia | 0.014 | 0.004 | 0.153 | 0.023 | 0.024 | 0.006 | 0.007 | 0.065 | 0.070 | 0.122 | 0.127 | 0.012 | 0.010 | 0.002 | 0.379 | 0.020 | 0.580 | 0.753 | 0.027 | 0.006 | 1.000 | 0.035 | 0.023 | 0.014 | 0.009 | 0.049 |
| contig | 0.006 | 0.006 | 0.340 | 0.020 | 0.019 | 0.018 | 0.017 | 0.019 | 0.016 | 0.025 | 0.020 | 0.028 | 0.028 | 0.031 | 0.196 | 0.227 | 0.106 | 0.084 | 0.089 | 0.095 | 0.035 | 1.000 | 0.116 | 0.111 | 0.082 | 0.086 |
| comlang_off | 0.013 | 0.001 | 0.152 | 0.056 | 0.053 | 0.047 | 0.040 | 0.014 | 0.010 | 0.096 | 0.093 | 0.008 | 0.011 | 0.004 | 0.108 | 0.122 | 0.046 | 0.003 | 0.059 | 0.027 | 0.023 | 0.116 | 1.000 | 0.827 | 0.188 | 0.348 |
| comlang_ethno | 0.011 | 0.000 | 0.136 | 0.076 | 0.073 | 0.046 | 0.043 | 0.027 | 0.022 | 0.103 | 0.098 | 0.008 | 0.011 | 0.004 | 0.110 | 0.112 | 0.057 | 0.008 | 0.062 | 0.025 | 0.014 | 0.111 | 0.827 | 1.000 | 0.181 | 0.303 |
| colony | 0.007 | 0.001 | 0.045 | 0.153 | 0.143 | 0.017 | 0.012 | 0.004 | 0.008 | 0.080 | 0.075 | 0.002 | 0.000 | 0.001 | 0.032 | 0.012 | 0.067 | 0.009 | 0.028 | 0.004 | 0.009 | 0.082 | 0.188 | 0.181 | 1.000 | 0.046 |
| comcol | 0.012 | 0.002 | 0.162 | 0.070 | 0.069 | 0.001 | 0.000 | 0.009 | 0.010 | 0.173 | 0.165 | 0.023 | 0.022 | 0.003 | 0.090 | 0.141 | 0.002 | 0.004 | 0.057 | 0.051 | 0.049 | 0.086 | 0.348 | 0.303 | 0.046 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
| RefYear | j | i | v | dist | gdp_i | gdp_j | BRI_i | BRI_j | WTO_i | WTO_j | OECD_i | OECD_j | BRICS_i | BRICS_j | BRI_OECD | rta | cu | fta | eia | ps | cuandeia | ftaandeia | contig | comlang_off | comlang_ethno | colony | comcol | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2008 | ABW | AIA | 5.084000e+03 | 983.2682 | 2.791961e+09 | NaN | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 1 | 1996 | ABW | ALB | 1.533525e+04 | 9091.7420 | 1.379888e+09 | 3.314898e+09 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 2 | 1997 | ABW | AND | 1.174000e+03 | 7572.7880 | 1.531844e+09 | 1.180597e+09 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 |
| 3 | 2005 | ABW | ANT | 2.638984e+07 | 136.3848 | 2.331006e+09 | NaN | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1.0 | 1.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 1.0 |
| 4 | 2005 | ABW | ANT | 2.638984e+07 | 136.3848 | 2.331006e+09 | NaN | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1.0 | 1.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 1.0 |
| 5 | 2005 | ABW | ANT | 2.638984e+07 | 136.3848 | 2.331006e+09 | NaN | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1.0 | 1.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 1.0 |
| 6 | 2005 | ABW | ANT | 2.638984e+07 | 136.3848 | 2.331006e+09 | NaN | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1.0 | 1.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 1.0 |
| 7 | 2005 | ABW | ANT | 2.638984e+07 | 136.3848 | 2.331006e+09 | NaN | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1.0 | 1.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 1.0 |
| 8 | 2005 | ABW | ANT | 2.638984e+07 | 136.3848 | 2.331006e+09 | NaN | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1.0 | 1.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 1.0 |
| 9 | 2006 | ABW | ANT | 2.400926e+07 | 136.3848 | 2.421475e+09 | NaN | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1.0 | 1.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 1.0 |
| RefYear | j | i | v | dist | gdp_i | gdp_j | BRI_i | BRI_j | WTO_i | WTO_j | OECD_i | OECD_j | BRICS_i | BRICS_j | BRI_OECD | rta | cu | fta | eia | ps | cuandeia | ftaandeia | contig | comlang_off | comlang_ethno | colony | comcol | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 12680510 | 2022 | UZB | USA | 1.655208e+07 | 10179.660 | NaN | NaN | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 12680511 | 2022 | UZB | USA | 1.655208e+07 | 10179.660 | NaN | NaN | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 12680512 | 2022 | UZB | USA | 1.655208e+07 | 10179.660 | NaN | NaN | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 12680513 | 2022 | UZB | USA | 1.655208e+07 | 10179.660 | NaN | NaN | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 12680514 | 2022 | UZB | USA | 1.655208e+07 | 10179.660 | NaN | NaN | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 12680515 | 2022 | UZB | USA | 1.655208e+07 | 10179.660 | NaN | NaN | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 12680516 | 2022 | UZB | USA | 1.655208e+07 | 10179.660 | NaN | NaN | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 12680517 | 2022 | UZB | VEN | 4.476500e+04 | 12722.760 | NaN | NaN | 1 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 12680518 | 2022 | UZB | YEM | 4.488000e+04 | 3750.189 | NaN | NaN | 1 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 12680519 | 2022 | UZB | _X | 4.575512e+09 | NaN | NaN | NaN | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
Most frequently occurring
| RefYear | j | i | v | dist | gdp_i | gdp_j | BRI_i | BRI_j | WTO_i | WTO_j | OECD_i | OECD_j | BRICS_i | BRICS_j | BRI_OECD | rta | cu | fta | eia | ps | cuandeia | ftaandeia | contig | comlang_off | comlang_ethno | colony | comcol | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 896 | 1995 | AUS | SDN | 2.733538e+06 | 13599.550 | 3.683920e+11 | 1.382974e+10 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 34 |
| 1130 | 1995 | AUT | SDN | 1.068922e+07 | 3925.517 | 2.404580e+11 | 1.382974e+10 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 34 |
| 1504 | 1995 | BGD | SDN | 1.240609e+07 | 6091.685 | 3.793975e+10 | 1.382974e+10 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 34 |
| 1668 | 1995 | BGR | SDN | 8.118186e+06 | 3144.055 | 1.306342e+10 | 1.382974e+10 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 34 |
| 2182 | 1995 | BLX | SDN | 4.111045e+07 | 4664.815 | 3.111562e+11 | 1.382974e+10 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 34 |
| 2611 | 1995 | BRA | SDN | 1.593438e+06 | 9640.195 | 7.856430e+11 | 1.382974e+10 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 34 |
| 3032 | 1995 | CAN | SDN | 2.786686e+06 | 10496.370 | 6.040320e+11 | 1.382974e+10 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 34 |
| 3255 | 1995 | CHE | SDN | 2.832253e+07 | 4193.637 | 3.417590e+11 | 1.382974e+10 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 34 |
| 3690 | 1995 | CHN | SDN | 4.794082e+07 | 8402.047 | 7.345480e+11 | 1.382974e+10 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 34 |
| 5071 | 1995 | CZE | SDN | 3.763960e+06 | 4176.877 | 5.953711e+10 | 1.382974e+10 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 34 |